orbital 0.4.1

• Make work with new versions of xgboost. (#119)

orbital 0.4.0

• Added support for tailor package and its integration into workflows. The following adjustments have gained orbital() support. (#103)

  • adjust_equivocal_zone()
  • adjust_numeric_range()
  • adjust_predictions_custom()
  • adjust_probability_threshold()

• Added show_query() method for orbital objects. (#106)

• Fixed printing bug where output would get malformed if coefficients had similarities. (#115)

orbital 0.3.1

• Fixed bug where PCA steps didn't work if they were trained with more than 99 predictors. (#82)

• step_pca_sparse() no longer generate code with terms with 0 in them. (#51)

• Fixed bugs in all PCA steps where an error occurred depending on which predictors were selected. (#52)

• Fixed bug where large PCA results wouldn't work with data bases. (#84)

orbital 0.3.0

• orbital() has gained type argument to change prediction type. (#66)

• orbital() now works with logistic_reg(engine = "glm") models for class prediction and probability predictions. (#62, #66)

• orbital() now works with boost_tree(engine = "xgboost") models for class prediction and probability predictions. (#71)

• orbital() now works with decision_tree(engine = "partykit") models for class prediction and probability predictions. (#77)

• augment() method for orbital() object have been added. (#55)

• orbital() gained prefix argument to allow for renaming of prediction columns. (#59)

orbital 0.2.0

• Support for step_dummy(), step_impute_mean(), step_impute_median(), step_impute_mode(), step_unknown(), step_novel(), step_other(), step_BoxCox(), step_inverse(), step_mutate(), step_sqrt(), step_indicate_na(), step_range(), step_intercept(), step_ratio(), step_lag(), step_log(), step_rename() has been added. (#17)

• Support for step_upsample(), step_smote(), step_smotenc(), step_bsmote(), step_adasyn(), step_rose(), step_downsample(), step_nearmiss(), and step_tomek() has been added. (#21)

• Support for step_bin2factor(), step_discretize(), step_lencode_mixed(), step_lencode_glm(), step_lencode_bayes() has been added. (#22)

• Support for step_pca_sparse(), step_pca_sparse_bayes() and step_pca_truncated() as been added. (#23)

• orbital() now works on tune::last_fit() objects. (#13)

• orbital_predict() has been removed and replaced with the more idiomatic predict() method. (#10)

orbital 0.1.0

• Initial CRAN submission.